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Theodorou E, Scanga R, Twardowski M, Snyder MP, Brouzes E. A Droplet Microfluidics Based Platform for Mining Metagenomic Libraries for Natural Compounds. MICROMACHINES 2017; 8:E230. [PMID: 30400422 PMCID: PMC6189830 DOI: 10.3390/mi8080230] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 07/14/2017] [Accepted: 07/19/2017] [Indexed: 12/17/2022]
Abstract
Historically, microbes from the environment have been a reliable source for novel bio-active compounds. Cloning and expression of metagenomic DNA in heterologous strains of bacteria has broadened the range of potential compounds accessible. However, such metagenomic libraries have been under-exploited for applications in mammalian cells because of a lack of integrated methods. We present an innovative platform to systematically mine natural resources for pro-apoptotic compounds that relies on the combination of bacterial delivery and droplet microfluidics. Using the violacein operon from C. violaceum as a model, we demonstrate that E. coli modified to be invasive can serve as an efficient delivery vehicle of natural compounds. This approach permits the seamless screening of metagenomic libraries with mammalian cell assays and alleviates the need for laborious extraction of natural compounds. In addition, we leverage the unique properties of droplet microfluidics to amplify bacterial clones and perform clonal screening at high-throughput in place of one-compound-per-well assays in multi-well format. We also use droplet microfluidics to establish a cell aggregate strategy that overcomes the issue of background apoptosis. Altogether, this work forms the foundation of a versatile platform to efficiently mine the metagenome for compounds with therapeutic potential.
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Affiliation(s)
- Elias Theodorou
- Metagenomix Inc., Branford, CT 06405, USA.
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA.
| | - Randall Scanga
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
| | - Mariusz Twardowski
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
| | - Michael P Snyder
- Metagenomix Inc., Branford, CT 06405, USA.
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA.
| | - Eric Brouzes
- Metagenomix Inc., Branford, CT 06405, USA.
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, NY 11794, USA.
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY 11794, USA.
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Bowcutt R, Malter LB, Chen LA, Wolff MJ, Robertson I, Rifkin DB, Poles M, Cho I, Loke P. Isolation and cytokine analysis of lamina propria lymphocytes from mucosal biopsies of the human colon. J Immunol Methods 2015; 421:27-35. [PMID: 25769417 DOI: 10.1016/j.jim.2015.02.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 02/09/2015] [Accepted: 02/26/2015] [Indexed: 01/07/2023]
Abstract
Much of our understanding of gut-microbial interactions has come from mouse models. Intestinal immunity is complex and a combination of host genetics and environmental factors play a significant role in regulating intestinal immunity. Due to this complexity, no mouse model to date gives a complete and accurate representation of human intestinal diseases, such as inflammatory bowel diseases. However, intestinal tissue from patients undergoing bowel resection reflects a condition of severe disease that has failed treatment; hence a more dynamic perspective of varying inflammatory states in IBD could be obtained through the analyses of pinch biopsy material. Here we describe our protocol for analyzing mucosal pinch biopsies collected predominantly during colonoscopies. We have optimized flow cytometry panels to analyze up to 8 cytokines produced by CD4+ and CD8+ cells, as well as for characterizing nuclear proteins and transcription factors such as Ki67 and Foxp3. Furthermore, we have optimized approaches to analyze the production of cytokines, including TGF-beta from direct ex vivo cultures of pinch biopsies and LPMCs isolated from biopsies. These approaches are part of our workflow to try and understand the role of the gut microbiota in complex and dynamic human intestinal diseases.
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Affiliation(s)
- Rowann Bowcutt
- Department of Microbiology, New York University School of Medicine, New York, NY 10010, USA
| | - Lisa B Malter
- Department of Medicine, Division of Gastroenterology, New York University School of Medicine, New York, NY, USA
| | - Lea Ann Chen
- Department of Medicine, Division of Gastroenterology, New York University School of Medicine, New York, NY, USA
| | - Martin J Wolff
- Department of Medicine, Division of Gastroenterology, New York University School of Medicine, New York, NY, USA
| | - Ian Robertson
- Department of Cell Biology, New York University School of Medicine, New York, NY 10016, USA
| | - Daniel B Rifkin
- Department of Cell Biology, New York University School of Medicine, New York, NY 10016, USA
| | - Michael Poles
- Department of Medicine, Division of Gastroenterology, New York University School of Medicine, New York, NY, USA
| | - Ilseug Cho
- Department of Medicine, Division of Gastroenterology, New York University School of Medicine, New York, NY, USA
| | - P'ng Loke
- Department of Microbiology, New York University School of Medicine, New York, NY 10010, USA.
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Abstract
Recent surge in the development of superhydrophobic/superoleophobic surfaces has been motivated by surfaces like fish scales that have hierarchical structures, which are believed to promote water or oil repellency. In this work, we show that the under-water oil repellency of fish scales is entirely due to the mucus layer formation as part of its defense mechanism, which produces unprecedented contact angle close to 180°. We have identified the distinct chemical signatures that are responsible for such large contact angle, thereby making fish scale behave highly superoleophobic inside the water medium. In absence of the mucus layer, it is found that the contact angle decreases quite dramatically to around 150°, making it less oleophobic, the degree of such oleophobicity can then be contributed to its inherent hierarchical structures. Hence, through this systematic study, for the first time we have conclusively shown the role of the fish's mucus layer to generate superoleophobicity and negate the common notion that hierarchical structure is the only reason for such intrinsic behavior of the fish scales.
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Pan D, Das A, Liu D, Veazey RS, Pahar B. Isolation and characterization of intestinal epithelial cells from normal and SIV-infected rhesus macaques. PLoS One 2012; 7:e30247. [PMID: 22291924 PMCID: PMC3266894 DOI: 10.1371/journal.pone.0030247] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2011] [Accepted: 12/15/2011] [Indexed: 01/14/2023] Open
Abstract
Impairment of intestinal epithelial barriers contributes to the progression of HIV/SIV infection and leads to generalized HIV-induced immune-cell activation during chronic infection. Rhesus macaques are the major animal model for studying HIV pathogenesis. However, detailed characterization of isolated rhesus epithelial cells (ECs) from intestinal tissues is not well defined. It is also not well documented whether isolated ECs had any other cell contaminants from intestinal tissues during the time of processing that might hamper interpretation of EC preparations or cultures. In this study, we identify and characterize ECs based on flow cytometry and immunohistochemistry methods using various enzymatic and mechanical isolation techniques to enrich ECs from intestinal tissues. This study shows that normal healthy ECs differentially express HLA-DR, CD23, CD27, CD90, CD95 and IL-10R markers. Early apoptosis and upregulation of ICAM-1 and HLA-DR in intestinal ECs are thought to be the key features in SIV mediated enteropathy. The data suggest that intestinal ECs might be playing an important role in mucosal immune responses by regulating the expression of different important regulatory and adhesion molecules and their function.
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Affiliation(s)
- Diganta Pan
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, Louisiana, United States of America
| | - Arpita Das
- Division of Microbiology, Tulane National Primate Research Center, Covington, Louisiana, United States of America
| | - David Liu
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, Louisiana, United States of America
| | - Ronald S. Veazey
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, Louisiana, United States of America
- Tulane University School of Medicine, New Orleans, Louisiana, United States of America
| | - Bapi Pahar
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, Louisiana, United States of America
- Tulane University School of Medicine, New Orleans, Louisiana, United States of America
- * E-mail:
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Ye Y, Yue M, Jin X, Chen S, Li Y. Isolation of Murine Small Intestinal Intraepithelial γδT Cells. Immunol Invest 2010; 39:661-73. [DOI: 10.3109/08820131003753026] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Quantitative isolation of mouse and human intestinal intraepithelial lymphocytes by elutriation centrifugation. J Immunol Methods 2009; 344:26-34. [PMID: 19278662 DOI: 10.1016/j.jim.2009.02.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2008] [Revised: 02/23/2009] [Accepted: 02/24/2009] [Indexed: 11/21/2022]
Abstract
Intestinal intraepithelial lymphocytes (IEL) are specialized subsets of T cells with distinct functional capacities. While some IEL subsets are circulating, others such as CD8alphaalpha TCRalphabeta IEL are believed to represent non-circulating resident T cell subsets [Sim, G.K., Intraepithelial lymphocytes and the immune system. Adv. Immunol., 1995. 58: 297-343.]. Current methods to obtain enriched preparations of intraepithelial lymphocytes are mostly based on Percoll density gradient or magnetic bead-based technologies [Lundqvist, C., et al., Isolation of functionally active intraepithelial lymphocytes and enterocytes from human small and large intestine. J. Immunol. Methods, 1992. 152(2): 253-263.]. However, these techniques are hampered by a generally low yield of isolated cells, and potential artifacts due to the interference of the isolation procedure with subsequent functional assays, in particular, when antibodies against cell surface markers are required. Here we describe a new method for obtaining relatively pure populations of intestinal IEL (55-75%) at a high yield (>85%) by elutriation centrifugation. This technique is equally suited for the isolation and enrichment of intraepithelial lymphocytes of both mouse and human origin. Time requirements for fractionating cell suspensions by elutriation centrifugation are comparable to Percoll-, or MACS-based isolation procedures. Hence, the substantially higher yield and the consistent robust enrichment for intraepithelial lymphocytes, together with the gentle treatment of the cells during elutriation that does not interfere with subsequent functional assays, are important aspects that are in favor of using this elegant technology to obtain unmanipulated, unbiased populations of intestinal intraepithelial lymphocytes, and, if desired, also of pure epithelial cells.
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Shacklett BL, Critchfield JW, Lemongello D. Isolating mucosal lymphocytes from biopsy tissue for cellular immunology assays. Methods Mol Biol 2009; 485:347-56. [PMID: 19020836 DOI: 10.1007/978-1-59745-170-3_23] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Mucosal tissues of the gastrointestinal and genitourinary tracts serve as major portals of HIV-1 transmission, and recent literature has highlighted the important role of these tissues in pathogenesis. However, our understanding of human mucosal T-cell responses remains limited. We have previously reported methods for isolating, culturing and analyzing mucosal T-lymphocytes obtained from gastrointestinal biopsy tissue. This method of acquiring tissue is minimally invasive and well accepted by patients, and allows sampling of sites that would not otherwise be accessible without surgical intervention. This chapter summarizes the approach currently in use in our laboratory to isolate and study CD4+ and CD8+ T-cells from rectal biopsies obtained through flexible sigmoidoscopy. These methods are also applicable, with minor modifications, to small tissue samples obtained from other lymphoid tissues.
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Affiliation(s)
- Barbara L Shacklett
- Department of Medical Microbiology, and Division of Infectious Diseases, School of Medicine, University of California, Davis, CA, USA
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Lara O, Tong X, Zborowski M, Farag SS, Chalmers JJ. Comparison of two immunomagnetic separation technologies to deplete T cells from human blood samples. Biotechnol Bioeng 2006; 94:66-80. [PMID: 16518837 DOI: 10.1002/bit.20807] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The objective of this study was to compare the performance of two immunomagnetic separation technologies to deplete T cells from buffy coats of human blood. Specifically, two versions of the commercial MACS(R) Technology: MiniMACS and SuperMACS, and a prototype, flow-through system, the QMS, were evaluated. Peripheral blood mononuclear leukocytes (PBL) were isolated from buffy coats and an immunomagnetic separation of CD3(+) cells was conducted using company and optimized labeling protocols. To mimic peripheral blood containing bone marrow purged hematopoietic stem cells, HSC, CD34 expressing-cells (KG1a) were spiked into PBL prior to T-cell depletion once optimized depletion conditions were determined. Once the labeling protocol was optimized, the MiniMACS system performed well by producing a highly enriched CD3(+) fraction, and a respectable level of depletion of T cells and recovery of KG1a cells in the depleted fraction; an average log(10) depletion of T cells of 2.88 +/- 0.17 and an average recovery of the KG1a cells of 60.8 +/- 5.94% (n = 14). The performance of the SuperMACS system was very similar with an average log(10) depletion of T cells of 2.89 +/- 0.22 and an average recovery of KG1a of 63.1 +/- 8.55% (n = 10). In contrast, the QMS system produced an average log(10) depletion of T cells of 3.98 +/- 0.33 (n = 16) with a corresponding average recovery of 57.9 +/- 16.6% of the spiked CD34+ cells. The aforementioned QMS performance values were obtained using sorting speeds ranging from 2.5 x 10(4) to 1.7 x 10(5) cells per second. It is suggested that the lack of a 100% recovery of the unlabeled KG1a cells is the result of a previously reported "drafting" phenomena which pulls unlabeled cells in the direction of the magnetically labeled cells thereby resulting in loss of the unlabeled cells.
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Affiliation(s)
- Oscar Lara
- Department of Chemical and Biomolecular Engineering, The Ohio State University, 120 Koffolt Laboratories, 140 W. 19th Avenue, Columbus, 43210, USA
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Abstract
Progress in proteomic researches is largely determined by development and implementation of new methods for the revelation and identification of proteins in biological material in a wide concentration range (from 10(-3) M to single molecules). The most perspective approaches to address this problem involve (i) nanotechnological physicochemical procedures for the separation of multicomponent protein mixtures; among these of particular interest are biospecific nanotechnological procedures for selection of proteins from multicomponent protein mixtures with their subsequent concentration on solid support; (ii) identification and counting of single molecules by use of molecular detectors. The prototypes of biospecific nanotechnological procedures, based on the capture of ligand biomolecules by biomolecules of immobilized ligate and the concentration of the captured ligands on appropriate surfaces, are well known; these are affinity chromatography, magnetic biobeads technology, different biosensor methods, etc. Here, we review the most promising nanotechnological approaches for selection of proteins and kinetic characterization of their complexes based on these biospecific methods with subsequent MS/MS identification of proteins and protein complexes. Two major groups of methods for the analysis and identification of individual molecules and their complexes by use of molecular detectors will be reviewed: scanning probe microscopy (SPM) (including atomic-force microscopy) and cryomassdetector technology.
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Montufar-Solis D, Klein JR. An improved method for isolating intraepithelial lymphocytes (IELs) from the murine small intestine with consistently high purity. J Immunol Methods 2006; 308:251-4. [PMID: 16337223 DOI: 10.1016/j.jim.2005.10.008] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2005] [Revised: 10/03/2005] [Accepted: 10/14/2005] [Indexed: 10/25/2022]
Abstract
Methods for obtaining preparation of intestinal intraepithelial lymphocytes (IELs) present special challenges for immunologists due to difficulties in recovering IELs devoid of contaminating enterocytes. Although high-purity preparations can be achieved using techniques such as flow cytometric or magnetic-activated cell sorting, those methods may not be feasible on a routine basis and may result in low overall cell recoveries. Thus, most procedures today rely on density gradient centrifugation as a means of separating IEL and non-hematopoietic cells; however, the purity of IELs from those preparations can vary considerably. Here, we describe a modification of an IEL purification technique that uses two sequential Percoll gradients rather than one gradient in the purification scheme. This alteration consistently results in 80-85% IEL purity in cell preparations. Moreover, it requires no additional reagents, has no adverse effect on the phenotypic composition of recovered IELs or on the cell viability, and adds minimal additional time to the isolation protocol. It is expected that this procedure will have practical benefit as a means of isolating IELs with high purity on a routine basis that can be used for in vivo or in vitro studies of IEL function.
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Affiliation(s)
- Dina Montufar-Solis
- Department of Diagnostic Sciences, Rm 3.094F, University of Texas Health Science Center at Houston, Dental Branch, 6516 MD Anderson Blvd, Houston, TX 77030, USA
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